{"id":"https://openalex.org/W3203168212","doi":"https://doi.org/10.1145/3458744.3473366","title":"Design Considerations for GPU-based Mixed Integer Programming on Parallel Computing Platforms","display_name":"Design Considerations for GPU-based Mixed Integer Programming on Parallel Computing Platforms","publication_year":2021,"publication_date":"2021-08-09","ids":{"openalex":"https://openalex.org/W3203168212","doi":"https://doi.org/10.1145/3458744.3473366","mag":"3203168212"},"language":"en","primary_location":{"id":"doi:10.1145/3458744.3473366","doi":"https://doi.org/10.1145/3458744.3473366","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458744.3473366","pdf_url":null,"source":{"id":"https://openalex.org/S4210208315","display_name":"International Conference on Parallel Processing Workshops (ICPPW)","issn_l":"1530-2016","issn":["1530-2016","2375-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"50th International Conference on Parallel Processing Workshop","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1817473","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046010392","display_name":"Kalyan S. Perumalla","orcid":"https://orcid.org/0000-0002-7458-0832","observed_orcids":["https://orcid.org/0000-0002-7458-0832"]},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kalyan Perumalla","raw_affiliation_strings":["Oak Ridge National Laboratory, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, United States of America","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013085686","display_name":"Maksudul Alam","orcid":"https://orcid.org/0000-0002-4941-463X","observed_orcids":["https://orcid.org/0000-0002-4941-463X"]},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maksudul Alam","raw_affiliation_strings":["Oak Ridge National Laboratory, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, United States of America","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":1.4358,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84210526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.5365999937057495,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.5365999937057495,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.453900009393692,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10720","display_name":"Complexity and Algorithms in Graphs","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mixed-integer-programming","display_name":"mixed integer programming","score":0.9990000128746033},{"id":"https://openalex.org/keywords/gpu-acceleration","display_name":"GPU acceleration","score":0.7620000243186951},{"id":"https://openalex.org/keywords/branch-and-bound","display_name":"branch and bound","score":0.7070000171661377},{"id":"https://openalex.org/keywords/branch-and-cut","display_name":"branch-and-cut","score":0.9850000143051147},{"id":"https://openalex.org/keywords/linear-programming-relaxation","display_name":"linear programming relaxation","score":0.6169999837875366},{"id":"https://openalex.org/keywords/gpu-memory-constraints","display_name":"GPU memory constraints","score":0.5260000228881836},{"id":"https://openalex.org/keywords/numerical-linear-algebra","display_name":"numerical linear algebra","score":0.6129999756813049},{"id":"https://openalex.org/keywords/scalable-parallel-computing","display_name":"scalable parallel computing","score":0.6169999837875366},{"id":"https://openalex.org/keywords/high-performance-computing","display_name":"high-performance computing","score":0.7329999804496765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7945160865783691},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7940778732299805},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.716424822807312},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.6195366978645325},{"id":"https://openalex.org/C97137487","wikidata":"https://www.wikidata.org/wiki/Q729138","display_name":"Integer (computer science)","level":2,"score":0.5630337595939636},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.4519236087799072},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.42475706338882446},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3955051004886627},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.1932600438594818},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.17283740639686584},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1542990505695343},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12831655144691467}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3458744.3473366","doi":"https://doi.org/10.1145/3458744.3473366","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458744.3473366","pdf_url":null,"source":{"id":"https://openalex.org/S4210208315","display_name":"International Conference on Parallel Processing Workshops (ICPPW)","issn_l":"1530-2016","issn":["1530-2016","2375-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"50th International Conference on Parallel Processing Workshop","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1817473","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1817473","pdf_url":"https://www.osti.gov/servlets/purl/1817473","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1817473","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1817473","pdf_url":"https://www.osti.gov/servlets/purl/1817473","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G203625172","display_name":null,"funder_award_id":"DE--AC05--00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2988778103","display_name":null,"funder_award_id":"DE-AC05?","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3203168212.pdf","grobid_xml":"https://content.openalex.org/works/W3203168212.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W10126913","https://openalex.org/W1531894741","https://openalex.org/W1939990554","https://openalex.org/W1998894100","https://openalex.org/W2041999884","https://openalex.org/W2058140231","https://openalex.org/W2058569192","https://openalex.org/W2069420277","https://openalex.org/W2071291180","https://openalex.org/W2118076222","https://openalex.org/W2127093012","https://openalex.org/W2130886743","https://openalex.org/W2130970357","https://openalex.org/W2132450860","https://openalex.org/W2133304166","https://openalex.org/W2136834900","https://openalex.org/W2151252959","https://openalex.org/W2169150754","https://openalex.org/W2208934446","https://openalex.org/W2264535396","https://openalex.org/W2378709058","https://openalex.org/W2444544770","https://openalex.org/W2479763664","https://openalex.org/W2563573780","https://openalex.org/W2784049069","https://openalex.org/W2788734704","https://openalex.org/W2802069637","https://openalex.org/W2805454465","https://openalex.org/W2887698420","https://openalex.org/W2903556862","https://openalex.org/W2990800650","https://openalex.org/W3007849603","https://openalex.org/W3012335510"],"related_works":["https://openalex.org/W7164281683","https://openalex.org/W7126203992","https://openalex.org/W7220403608","https://openalex.org/W4416620234","https://openalex.org/W7160533257","https://openalex.org/W2578990761","https://openalex.org/W2995785561","https://openalex.org/W4416176732","https://openalex.org/W3085357271","https://openalex.org/W4405901344"],"abstract_inverted_index":{"Mixed":[0],"Integer":[1],"Programming":[2],"(MIP)":[3],"is":[4],"a":[5,130],"powerful":[6],"abstraction":[7],"in":[8,30,43,101],"combinatorial":[9],"optimization":[10],"that":[11,96,149],"finds":[12],"real-life":[13],"application":[14],"across":[15],"many":[16],"significant":[17],"sectors.":[18],"The":[19],"recent":[20],"proliferation":[21],"of":[22,46,90,133,141,155,159],"graphical":[23],"processing":[24],"unit":[25],"(GPU)-based":[26],"accelerated":[27,55,91,164],"computing":[28,33,56,165],"architectures":[29],"large-scale":[31],"parallel":[32,62,82,92,157],"or":[34],"supercomputing":[35],"presents":[36],"new":[37,54],"opportunities":[38],"as":[39,41],"well":[40],"challenges":[42],"the":[44,53,67,76,87,97,109],"advancement":[45],"MIP":[47,83,160],"solver":[48,84],"technology":[49],"to":[50,60],"effectively":[51],"use":[52],"platforms":[57],"and":[58,71,86,119],"scale":[59],"large":[61],"systems.":[63],"Here,":[64],"we":[65,137],"recount":[66],"conventional":[68],"processor-based":[69],"strategies":[70],"focus":[72],"on":[73,146,162],"configurations":[74],"where":[75],"most":[77],"promising":[78],"intersection":[79],"lies":[80,100],"between":[81],"approaches":[85],"specific":[88],"strengths":[89],"platforms.":[93],"We":[94],"note":[95],"best":[98],"potential":[99],"solving":[102],"problems":[103,161],"whose":[104,120],"individual":[105],"matrix":[106],"sizes":[107],"(of":[108],"linear":[110,143],"program":[111],"relaxation)":[112],"fit":[113],"entirely":[114],"within":[115,129],"one":[116],"accelerator\u2019s":[117],"memory":[118],"branch-and-bound":[121],"(or":[122],"branch-and-cut)":[123],"trees":[124],"cannot":[125],"be":[126],"fully":[127],"contained":[128],"small":[131],"number":[132],"computational":[134,142],"nodes.":[135],"Additionally,":[136],"identify":[138],"ideal":[139],"features":[140],"algebra":[144],"support":[145],"GPU":[147],"accelerators":[148],"would":[150],"help":[151],"advance":[152],"this":[153],"direction":[154],"scalable":[156],"solution":[158],"GPU-based":[163],"architectures.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-10-11T00:00:00"}
